{"id":"W4402849012","doi":"10.29311/lwps2024114740","title":"Editorial","year":2024,"lang":"en","type":"editorial","venue":"LIAS Working Paper Series","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005981909,0.0002877969,0.0003855129,0.0001802095,0.0009499364,0.001004397,0.0004697217,0.001118022,0.0005581692],"category_scores_gemma":[0.001100121,0.0002830838,0.0003219588,0.0007558028,0.0002630688,0.0002681021,0.0001307311,0.001166603,0.0006370262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002252412,"about_ca_system_score_gemma":0.0008724868,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009729429,"about_ca_topic_score_gemma":0.0718012,"domain_scores_codex":[0.9971161,0.0001456671,0.0003041988,0.0005211268,0.00144595,0.0004669554],"domain_scores_gemma":[0.9985503,0.0006339722,0.0001138681,0.0003265559,0.000255602,0.0001197153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000308282,0.00001366648,0.000002788435,0.0000535808,0.0001039391,0.00001303452,0.01247708,0.000001858465,0.00000233521,0.0009322655,0.9784031,0.007965518],"study_design_scores_gemma":[0.00003840359,0.00003058459,2.537078e-7,0.0002805897,0.0007485904,2.261666e-7,0.04568866,2.578845e-7,0.000001006968,0.0004960437,0.9523945,0.0003208426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001654113,0.00165177,0.000004332595,0.0004118111,0.9532519,0.00008442994,0.00001994049,0.000340162,0.04421914],"genre_scores_gemma":[0.0002218265,0.003645566,0.0000555682,0.00003077465,0.9360921,0.00004624007,0.00007820557,0.00005201127,0.05977771],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06207177,"threshold_uncertainty_score":0.9999622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364354144797135,"score_gpt":0.2983771388094041,"score_spread":0.2847335973614327,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}